{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Import Overlay\n",
    "导入Overlay"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "\n",
       "require(['notebook/js/codecell'], function(codecell) {\n",
       "  codecell.CodeCell.options_default.highlight_modes[\n",
       "      'magic_text/x-csrc'] = {'reg':[/^%%microblaze/]};\n",
       "  Jupyter.notebook.events.one('kernel_ready.Kernel', function(){\n",
       "      Jupyter.notebook.get_cells().map(function(cell){\n",
       "          if (cell.cell_type == 'code'){ cell.auto_highlight(); } }) ;\n",
       "  });\n",
       "});\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pynq.lib.dma\n",
    "import numpy as np\n",
    "import random\n",
    "sortol = pynq.Overlay(\"sort.bit\")\n",
    "actualin = np.array\n",
    "# dma = overlay.const_multiply.multiply_dma\n",
    "# multiply = overlay.const_multiply.multiply\n",
    "\n",
    "dma = sortol.axi_dma_0\n",
    "# s = sumol.sum_0"
   ]
  },
  {
   "attachments": {
    "Diagram.JPG": {
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![Diagram.JPG](attachment:Diagram.JPG)"
   ]
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![Address%20Editor.JPG](attachment:Address%20Editor.JPG)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Insertion sort is a basic sorting algorithm whose core idea is to insert a new element into an ordered array and keep it in order. In each step, insert a record to be sorted into the appropriate place in the previously sorted file according to the size of its key value until all the records are inserted.\n",
    "插入排序是一种基本的排序算法，其核心思想是将一个新的元素插入到一个有序数组中，并继续保持有序。每步将一个待排序的记录，按其关键码值的大小插入前面已经排序的文件中适当位置上，直到全部插入完为止。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![title](./data/10.1.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "input is:\n",
      "[ 53  27  41  57   5  59 100  17   8  34  74  33  90  25  68  78]\n",
      "sorted output:\n",
      "[  5   8  17  25  27  33  34  41  53  57  59  68  74  78  90 100]\n"
     ]
    }
   ],
   "source": [
    "from pynq import Xlnk\n",
    "\n",
    "xlnk = Xlnk()\n",
    "in_buffer = xlnk.cma_array(shape=(32,), dtype=np.int) #the length of the \n",
    "#array has to be twice the number you wanna sort\n",
    "#here we set the sorted array's length to be 16\n",
    "out_buffer = xlnk.cma_array(shape=(16,), dtype=np.int)\n",
    "\n",
    "for i in range(16):\n",
    "    in_buffer[i] = random.randint(0,100);\n",
    "\n",
    "dma.sendchannel.transfer(in_buffer)\n",
    "# dma.sendchannel.wait()\n",
    "dma.recvchannel.transfer(out_buffer)\n",
    "\n",
    "# dma.recvchannel.wait()\n",
    "\n",
    "\n",
    "actualin = in_buffer[0:16]\n",
    "    \n",
    "print(\"input is:\")   \n",
    "print(actualin)\n",
    "print(\"sorted output:\")\n",
    "print(out_buffer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
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